System and method for energy aware program development

ABSTRACT

A program optimizer includes an energy tracking system, an energy monitoring system, and a code generation control system. The energy tracking system measures a pulse signal of a DC-DC converter that provides energy to a processor. The energy monitoring system determines, based on values received from the energy tracking system, attributes of operation of the processor. The code generation control system determines whether the values indicate that the execution of a first version of a program uses an amount of energy that is outside a predefined energy range, and to: 1) identify a parameter of an instruction generator that if changed will cause a second version of the program, when to use an amount of energy that is within the predefined energy range; 2) change a value of the identified first parameter; and 3) produce a second version of the program based on the changed value of the first parameter.

BACKGROUND

As mobile electronic devices and systems increase in number, techniques for reducing energy consumption become increasingly important. Mobile electronic systems are typically powered by batteries or other energy sources of limited capacity. Complex power management schemes may be employed in an attempt to reduce the energy consumption of the electronic device and extend the operational life of the energy source. Such power management schemes can be facilitated by accurate real-time measurement of the energy consumed by the device over a wide range of energy use. For example, energy consumption in a mobile device may vary over a range of up to six orders of magnitude or more, and efficient management of energy consumption in the device may require accurate measurement of energy consumption over the entire range.

SUMMARY

Systems and methods for tracking and controlling energy consumption in electronic systems are disclosed herein. In one embodiment, a program optimizer includes an energy tracking system, an energy monitoring system, and a code generation control system. The energy tracking system is configured to measure parameters of a pulse signal that controls switching of energy to an energy storage device of a DC-DC converter that provides energy to a processor. The energy monitoring system is coupled to the energy tracking system, and is configured to determine, based on values of the parameters received from the energy tracking system, attributes of operation of the processor during an interval corresponding to the measured parameters.

The code generation control system is configured to determine whether the values of the attributes of operation received from the energy monitoring system indicate that the execution of a first version of a program uses an amount of energy that is outside a predefined energy range. The code generation control system is also configured, based on a determination that the amount of energy used is outside the predefined energy range, to: 1) identify a first parameter of an instruction generator that if changed will cause a second version of the program, when executed by the processor, to use an amount of energy that is within the predefined energy range; 2) change a value of the identified first parameter; and 3) trigger the instruction generator to produce a second version of the program based on the changed value of the first parameter.

In another embodiment, a method includes executing, by a processor, a first version of a program generated by an instruction generator. Energy provided to the processor is tracked, during the executing, by measuring parameters of a signal that controls switching of energy to a storage device of a switching power supply that powers the processor. Based on values of the parameters, attributes of operation of the processor during an interval corresponding to the measured parameters are determined. Whether the values indicate that the execution of the first version of the program uses an amount of energy that is outside a predefined energy range is determined by a code generation control system.

Based on the amount of energy used being outside the predefined energy range: 1) a first parameter of the instruction generator that if changed will cause a second version of the program, when executed by the processor, to use an amount of energy that is within the predefined energy range is identified by the code generation control system; 2) a value of the identified first parameter is changed by the code generation control system; and 3) the instruction generator is triggered, by the code generation control system, to produce a second version of the program based on the changed value of the first parameter.

In yet another embodiment, a system includes a processor, a switch mode power supply, an energy tracking system, an energy monitoring system, and an instruction generation system. The switch mode power supply is coupled to and configured to power the processor. The energy tracking system coupled to the power supply. The energy tracking system is configured to measure parameters of a signal that controls switching of energy to a storage device, in the power supply, that provides energy to the processor; and to report values of the measured parameters. The energy monitoring system is coupled to the energy tracking system.

The energy monitoring system is configured to receive the values of the measured parameters, and to determine, based on the values of the parameters, attributes of operation of the processor during an interval corresponding to the measured parameters. The instruction generation system is communicatively coupled to the energy monitoring system. The instruction generation system includes an instruction generator and a code generation control system. The instruction generator is configured to generate a program that is executable by the processor.

The code generation control system is configured to receive values of the attributes of operation from the energy monitoring system. The values correspond to energy used by the processor during execution of a first version of the program. The code generation control system is also configured to determine whether the values indicate that the execution of the first version of the program uses an amount of energy that is outside a predefined energy range. The code generation control system is further configured, based on a determination that the amount of energy used is outside the predefined energy range, to: 1) identify a first parameter of the instruction generator that if changed will cause a second version of the program, when executed by the processor, to use an amount of energy that is within the predefined energy range; 2) change the identified first parameter; and 3) trigger the instruction generator to produce a second version of the program based on the changed first parameter.

BRIEF DESCRIPTION OF THE DRAWINGS

For a detailed description of exemplary embodiments of the invention, reference will now be made to the accompanying drawings in which:

FIG. 1 shows a block diagram of a system including energy tracking and control in accordance with principles disclosed herein;

FIG. 2 shows the block diagram of FIG. 1 with schematic depiction of the switching power supply in accordance with principles disclosed herein; and

FIG. 3 shows a block diagram of an energy tracking system in accordance with principles disclosed herein.

FIGS. 4A-4B show illustrative pulse signals generated by a switching power supply and measured by an energy tracking system in accordance with principles disclosed herein.

FIG. 5 shows a schematic diagram of calibration circuitry included in an energy tracking system in accordance with principles disclosed herein;

FIG. 6 shows a block diagram of an energy monitoring system in accordance with principles disclosed herein;

FIG. 7 shows a block diagram of a processor-based energy monitoring system in accordance with principles disclosed herein;

FIG. 8 shows a flow diagram for a method for monitoring energy use in accordance with principles disclosed herein;

FIG. 9 shows an example of a dialog displayed by an energy monitoring system in accordance with principles disclosed herein;

FIG. 10 shows a block diagram of a system for energy cognizant software development in accordance with principles disclosed herein;

FIG. 11 shows a block diagram of a instruction generation system for energy cognizant software development in accordance with principles disclosed herein;

FIG. 12 shows a block diagram of a processor-based code generation control system for energy cognizant software development in accordance with principles disclosed herein; and

FIG. 13 shows a flow diagram for a method for energy cognizant software development in accordance with principles disclosed herein.

NOTATION AND NOMENCLATURE

Certain terms are used throughout the following description and claims to refer to particular system components. As one skilled in the art will appreciate, companies may refer to a component by different names. This document does not intend to distinguish between components that differ in name but not function. In the following discussion and in the claims, the terms “including” and “comprising” are used in an open-ended fashion, and thus should be interpreted to mean “including, but not limited to . . . . ” Also, the term “couple” or “couples” is intended to mean either an indirect or direct electrical connection. Thus, if a first device couples to a second device, that connection may be through a direct electrical connection, or through an indirect electrical connection via other devices and connections. The recitation “based on” is intended to mean “based at least in part on.” Therefore, if X is based on Y, X may be based on Y and any number of additional factors.

DETAILED DESCRIPTION

The following discussion is directed to various embodiments of the invention. Although one or more of these embodiments may be preferred, the embodiments disclosed should not be interpreted, or otherwise used, as limiting the scope of the disclosure, including the claims. In addition, one skilled in the art will understand that the following description has broad application, and the discussion of any embodiment is meant only to be exemplary of that embodiment, and not intended to intimate that the scope of the disclosure, including the claims, is limited to that embodiment.

Conventional electronic systems apply various measurement techniques to determine the amount of energy consumed by a component or portion of the system. For example, energy may be provided to a portion of the system via a shunt, and voltage across the shunt may be measured to determine the current flowing to the portion of the system. Unfortunately, such measurement techniques can detrimentally affect system efficiency and operational life, and a wide range of voltage values may be difficult to measure accurately.

Embodiments of the energy tracking and control systems disclosed herein allow energy consumed by an electronic circuit to be measured without interfering with circuit operation or reducing the efficiency of the circuit. The energy tracking system disclosed herein measures the parameters of a pulse signal that controls transfer of energy in a switching power supply. The energy consumed by an electronic circuit powered by the power supply can be determined from the measured parameters. Energy control systems disclosed herein apply the measured parameters to adjust the operation and energy consumption of the circuit.

FIG. 1 shows a block diagram of a system 100 including energy tracking and control in accordance with principles disclosed herein. The system 100 includes an energy source 110, a switching power supply 104, an electronic circuit 106, an energy tracking system 102, and an energy monitoring system 108. The energy source 110 powers the system 100 and may be a direct current (DC) power source such as a battery or an energy harvesting system, such as a photovoltaic cell. The energy source 110 is coupled to the switching power supply 104. The switching power supply 104 is DC-DC converter that generates from voltage VIN provided by the energy source 110, a different voltage VOUT. The voltage VOUT may be higher or lower than the voltage VIN.

The electronic circuit 106 is coupled to the output of the switching power supply 104 and is powered by VOUT generated by the switching power supply 104. The electronic circuit 106 may include a processor, such as a microprocessor, a digital signal processor, a microcontroller, and/or other circuitry. In some embodiments, the electronic circuit 106 may be processor (e.g., a microcontroller).

The energy tracking system 102 is coupled to the switching power supply 104. The energy tracking system 104 receives a pulse signal 112 generated by the switching power supply 104, and measures various parameters of the signal 112. In the switching power supply 104, the signal 112 controls the transfer of energy to an energy storage device that provides energy to the electronic circuit 106. The parameters of the signal 112, measured by the energy tracking system 102, are indicative of the amount of energy transferred to and consumed by the electronic circuit 106. Thus, the energy tracking system 102 provides measurement of the energy transferred to the electronic circuit 106, and the measurement does not affect VOUT or the operation or efficiency of the switching power supply 104 or the electronic circuit 106. The energy tracking system 102 also measures the voltages VIN and VOUT.

In some embodiments of the system 100, the electronic circuit 106 and the energy tracking system 102 may be included on the same integrated circuit. The energy tracking system 102 may applied as part of a debugging system that allows the power consumed by the electronic circuit 106 to be tracked during development of the electronic circuit 106 or development of software programming to be executed by the electronic circuit 106.

The energy monitoring system 108 is coupled to the energy tracking system 102. The energy monitoring system 108 receives, from the energy tracking system 102, values of the parameters of the signal 112 measured by the energy tracking system 102, and other information produced by the energy tracking system 102 that is relevant to the energy consumed by the electronic circuit 106. The energy monitoring system 108 processes the information received from the energy tracking system 102, and determines how much energy is being consumed by the electronic circuit 106.

In some embodiments of the system 100, the energy monitoring system 108 is coupled to the electronic circuit 106. Based on the determination of energy used by the electronic circuit 106, the energy monitoring system 108 can control the operation of the electronic circuit 106. For example, if the energy monitoring circuit 108 determines that the rate of energy use by the electronic circuit is too high, the energy monitoring circuit 108 may cause the electronic circuit 106 to reduce its power consumption by causing an adjustment in operation (e.g., a change in power mode, clock frequency, etc.).

FIG. 2 shows the block diagram of FIG. 1 with schematic details of the switching power supply 104. In FIG. 2, the power supply 104 is depicted as a buck converter. In other embodiments, the power supply 104 may be a boost converter, a buck-boost converter, etc. The power supply 104 includes switches 202 and 206, and inductor 204. The inductor 204 serves as the energy storage device that transfers energy from the switching power supply 104 to the electronic circuit 106. Various components of the switching power supply 104 have been omitted in the interest of clarity.

The switch 202 controls transfer of energy from the energy source 102 to the inductor 104. Each of the switches 202, 206 is open when the other closed. The power supply controller 208 controls the switches 202, 206 to maintain VOUT at a predetermined voltage. The power supply controller 208 monitors VOUT and generates the pulse signals 112 and 212 to control the operation of the switches 202 and 206 respectively. When VOUT drops below a predetermined voltage, the controller 208 asserts the signal 112 to close switch 202 and transfer energy to the inductor 204. Accordingly, the parameters of the signal 112 are indicative of the amount of energy transferred into the inductor 204, and the electronic circuit 106. The power supply controller 208 includes pulse generation circuitry to generate the pulse signals 112, 212, and analog comparison circuitry to compare VOUT to a reference voltage for determination of when a pulse is to be generated on the signal 112.

FIG. 3 shows a block diagram of an embodiment of the energy tracking system 102. The energy tracking system 102 includes pulse timing logic 302, voltage measurement circuitry 304, error detection logic 306, reporting and communication logic 308, and calibration circuitry 318. The pulse timing logic 302 measures the parameters of the pulse signal 112 that controls the switch 202 of the switching power supply 104. The pulse timing logic 302 includes pulse duration measurement logic 310, inter-pulse duration measurement logic 312, pulse time-stamping logic 314, and pulse density determination logic 316.

FIGS. 4A and 4B show illustrative pulse signals 112A and 112B (embodiments of signal 112) generated by the switching power supply 104 and measured by the energy tracking system 102. FIG. 4A shows a first embodiment of a pulse signal 112A. The pulse signal 112A includes pulses 410, each of which may be of a same duration 402. The switch 202 is closed for the duration 402 to transfer energy to the inductor 204. The pulses 410 are separated by inter-pulse period 404, which may be uniform between all pulses 410. When VOUT is sufficiently high that no transfer of energy from the energy source 110 to the inductor 204 is needed, then the power supply controller 208 may not generate a pulse 410 at a designated time (i.e., may skip a pulse 410). The reference designator 412 illustrates skipping of a pulse 410 in the signal 112A.

In some embodiments, the duration of the pulses of the signal 112 may vary. FIG. 4B shows one embodiment of a signal 112B including a variable duration pulse 414 for use with the energy tracking system 102. The pulse 414 has duration equal to an integer multiple of minimum pulse duration 416. Thus, the pulse 414 may have a duration of one, two, three, or four times the duration 416. Pulses 414 are separated by interval 418 which may vary with the duration of the pulses 414. In some embodiments, the interval 418 may be an integer multiple of a predetermined minimum inter-pulse interval.

Returning now to the pulse timing logic 302, the pulse duration measurement logic 310 measure pulse duration 402, i.e., the duration of energy transfer to the inductor 204. The inter-pulse duration measurement logic 312 measures the inter-pulse interval 404. The time-stamping logic 314 assigns time stamp values to the pulses 410. For example, at least one time stamp value may be recorded for each pulse 410. In some embodiments, a time stamp value may be recorded for the leading edge 406 of the pulse 410. A time value may also be recorded for the trailing edge 408 of the pulse 410.

Based on the measurements of pulse durations 402 and 404, the pulse density logic 314 computes the pulse density for the signal 112 over a predetermined interval. The pulse density logic 314 may compute a minimum pulse density value for pulses detected during the interval and a maximum pulse density value for pulses detected during the interval. The interval may be measured by time, number of pulses, etc. In some embodiments, the pulse timing logic 302 may apply synchronous intervals of measurement, for example, intervals over which pulse parameters are measured may be synchronous with the pulses 410. Interval 400 illustrates a measurement interval that is synchronous with pulses 410. Other measurement intervals applied by the pulse timing logic 302 may asynchronous with respect to the pulses 410.

The pulse timing logic 302 may also count the number of pulses 410 occurring with a measurement interval. The pulse timing logic 302 may include clock signal generators, timers, computational logic, etc. arranged to measure pulse 410 timing parameters, generate pulse measurement intervals, generate and record time stamp values, compute pulse density values, perform other pulse timing functions disclosed herein.

The voltage measurement circuitry 304 measures the value of the input voltage VIN provided to the switching power supply 104, and measures the value of the output voltage VOUT generated by the switching power supply 104. The voltage measurement circuitry 304 may also compute the difference between VIN and VOUT. The voltage measurement circuitry 304 may include an analog-to-digital converter, voltage scaling circuitry, signal multiplexing circuitry, digital voltage value storage, computational logic, etc.

The error detection logic 306 compares the parameter timing values generated by the pulse timing logic 302 to various predetermined timing limits to determine whether an error in the timing of the pulse signal 112 has occurred. For example, the error detection logic 306 may compare the measured pulse duration 402 to a minimum and maximum allowable pulse width values. If the pulse duration 402 is less than the minimum allowable pulse width or greater than the maximum allowable pulse width, then the error detection logic 306 may record a pulse width error. If an interval between successive pulses exceeds a predetermined maximum inter-pulse interval, then the error detection logic 306 may flag an error. If the number of pulses 410 detected in an interval exceeds a predetermined maximum number, then the error detection logic 306 may record an error.

The error detection logic 306 may also compare values of VIN and VOUT generated by the voltage measurement circuitry 304 to maximum and minimum values established for each of VIN and VOUT. If VIN or VOUT is less than the corresponding minimum value or greater than the corresponding maximum value, then the error detection logic 306 may record an error with respect to VIN or VOUT. Similarly, if the difference between VIN and VOUT exceeds a predetermined maximum difference value, then the error detection logic 306 may record an error.

The error detection logic 306 can also identify an overcurrent condition by determining whether the number of detected pulses in the signal 112 in a predetermined interval exceeds a predetermined maximum number of pulses.

The calibration circuitry 318 is coupled to the output of the switching power supply 104, and selectably connects a known load to the switching power supply 104. When the known load is connected to the switching power supply 104, and the electronic circuit 106 is disconnected from the switching power supply 104, the timing of the pulse signal 112 (e.g., pulse duration, inter-pulse interval) generated by the power supply controller 208 corresponds to the current flowing through the known load at voltage VOUT. Thus, connecting the known load to VOUT and measuring the resulting parameters of the pulse signal 112 provides reference information that can be used to accurately determine the amount of energy transferred by the pulses 410.

If the electronic circuit 106 is not disconnected from the switching power supply 104 while the known calibration load is connected, the change in timing of the pulse signals 112 due to addition of the known load also provides reference information for determining the energy transferred by each pulse 410.

FIG. 5 shows a schematic diagram of the calibration circuitry 318. The calibration circuitry 318 includes a load resistor 502 having known resistance, a switch 504, and calibration control logic 506. The switch 504 is closed and opened to connect and disconnect the load resistor 502 to the output of the switching power supply 104. The calibration control logic 506 controls the switch 504. The calibration control logic 506 may connect and disconnect the load resistor 502 from VOUT in synchronization with the pulses 410 (e.g., the trailing edges of the pulses 410).

The reporting and communication logic 308 provides an interface for communicating the values of the pulse signal parameters measured by the pulse timing logic 302, the voltage values measured by the voltage measurement circuitry, and the errors detected by the error detection logic 306 to other systems and devices. The reporting and communication logic 308 also allows the energy tracking system 102 to receive commands and operational parameters from external systems and devices.

For fixed length pulses 410, the reporting and communication logic 308 can report pulse interval information in a variety of formats. Pulse parameter values may be reported as timing and duration values, time stamp values, etc. For fixed interval pulses 410, the reporting and communication logic 308 can report whether a pulse 410 is detected at each interval. For variable duration pulses 414, the reporting and communication logic 308 can report a value indicative of the integer multiplicand of duration 416 that defines the pulse duration. The reporting and communication logic 308 can also report a number of pulses 410 detected in a measurement interval, timestamps of pulses 410, values parameter of pulses 410 measured while calibration load 502 is connected to VOUT.

In embodiments of the energy tracking system 102, the some of the functionality described herein may be provided by a processor executing software instructions, or by dedicated circuitry, or a combination of a processor and dedicated circuitry.

Returning again to FIG. 1, the energy monitoring system 108 may be communicatively coupled to the energy tracking system 102 via signals 114. The reporting and communication logic 308 of the energy tracking system 102 provides various values of timing parameters of the signal 112, error information, voltage measurements, calibration information, and other information disclosed herein to the energy monitoring system 108. The energy monitoring system 108 may provide command and operational parameter information to the energy tracking system 102 via the signals 114. In some embodiments, the energy monitoring system 108 may be a component of a debugging system applied to provide information about the power consumed by the electronic circuit 106 during operation.

FIG. 6 shows a block diagram of an embodiment of the energy monitoring system 108. The energy monitoring system 108 includes energy computation logic 602, energy use history logic 604, profile determination logic 606, energy source life prediction logic 608, electronic circuit control logic 610, energy tracking control logic 612, and display logic 614. Based on the values of the parameters of the switching signal 112 received from the energy tracking system 102, the energy monitoring system 108 determines various attributes of operation of electronic circuitry 106, the energy source 110, etc.

The energy computation logic 602 receives the values of parameters of the switching signal 112 as measured and provided by the energy tracking system 102, and processes the values to determine how much energy is being used by the electronic circuit 106. Based on parameters of the signal 112 measured while the calibration load 502 is connected to VOUT, the energy computation logic 602 can determine an energy transfer to pulse duration reference, and apply the reference to determine how much energy is being transferred to the electronic circuit 106 with each pulse 410 measured by the energy tracking system 102. The energy computation logic 602 can provide the computed per pulse energy values to other logic of the energy monitoring system 108 to facilitate further analysis of the energy used by the electronic system 108.

The energy use history logic 604 can process and/or record the per pulse energy transfers to determine how much energy has been used by the electronic circuit 106 over time.

The profile determination logic 606 may identify patterns of energy use in the per pulse energy transfers where the patterns define a profile of the electronic circuit 106. For example, an energy use pattern identified by the profile determination logic 606 may indicate periodic short term increased energy consumption indicating periodic interrupt servicing or loop-based processing. The profile determination logic 606 may also identify other attributes of operation of the electronic circuit 106 based on changes and/or differences in energy use. The profile determination logic 606 may identify various operational power modes of the electronic circuit 106, timing of interrupt events, timing of loop execution, changes in activity level, a load factor for the electronic circuit 106, changes in loading, and/or current leakage in the electronic circuit 106.

The profile determination logic 606 can apply various filter functions to the energy use data derived from the pulses 410. The filtering may include low-pass filtering, high-pass filtering, moving average computation, constant phase delay filtering, outlier handling, etc. Undersampling and/or oversampling may be applied. Identified instances of power use pattern repetition may be summed to reduce noise.

The energy source life prediction logic 608 estimates the operational life of the energy source 110 based on the rate of energy drain extrapolated from the computed per pulse energy transfers.

The circuit control logic 610 can change the operation of the electronic circuit 106 via assertion of the control signal 116. For example, if the circuit control logic 610 determines that the electronic circuit 106 is consuming energy at too high a rate (at a rate that is higher than a predetermined maximum rate), the circuit control logic 610 may, via assertion of the signal 116, cause the electronic circuit 106 reduce loading of the switching power supply 104 by reducing the rate of energy consumed. The control signal 116 may cause by the electronic circuit 106 to reduce energy use by causing the electronic circuit 106 to reduce the number and/or accuracy of computations applied to data, to reduce a clock frequency or processing rate, etc.

The tracking control logic 612 provides command and operational parameter values to the energy tracking system 102. The tracking control logic 612 may cause the energy tracking system 102 to connect the calibration load 502 to VOUT at a given time for acquiring reference data, or to acquire pulse 410 parameter data at or for a specific time. The tracking control logic 612 communicates to the energy tracking system 102 information specifying whether calibration or pulse parameter acquisition is to be synchronized with the pulses 410.

The display logic 614 generates displays of the information provided by the energy computation logic 602, energy use history logic, profile determination logic 606, energy source life prediction logic 608, and other logic of the energy monitoring system 108 for presentation to a user of the energy monitoring system 108.

FIG. 7 shows a block diagram of a processor-based energy monitoring system 708. The processor-based energy monitoring system 708 performs the various functions described herein as performed by the energy monitoring system 108 via execution of instructions by a processor. The energy monitoring system 708 includes a processor 702, storage 704, communication interfaces 714, user interfaces 710, and display 712. The energy monitoring system 708 may be implemented via a computer device, such as a desktop computer, a notebook computer, a tablet computer, a smartphone, etc.

The processor 702 may be a general-purpose microprocessor, digital signal processor, microcontroller, or other device capable of executing instructions retrieved from a computer-readable storage medium. Processor architectures generally include execution units (e.g., fixed point, floating point, integer, etc.), storage (e.g., registers, memory, etc.), instruction decoding, peripherals (e.g., interrupt controllers, timers, direct memory access controllers, etc.), input/output systems (e.g., serial ports, parallel ports, etc.) and various other components and sub-systems.

The storage 704 is a non-transitory computer-readable storage medium suitable for storing instructions executable by the processor 702. The storage 704 may include volatile storage such as random access memory, non-volatile storage (e.g., a hard drive, an optical storage device (e.g., CD or DVD), FLASH storage, read-only-memory), or combinations thereof.

The storage 704 includes modules 706 of instructions that are executed by the processor 702 to perform the functions described herein with regard to the energy monitoring system 108. For example, the storage 204 may include an energy computation module, a profile determination module, an energy source life prediction module, a circuit control module, a tracking control module, an energy use history module, a display generation module, etc.

The display 712 is coupled to the processor 702. The processor 702 provides data to the display 712 for presentation. The display 712 may include a liquid crystal display device, an organic light emitting diode display device, or any other display device suitable for displaying energy use information generated by the energy monitoring system 708.

The user interfaces 710 are coupled to the processor 702, and may include various devices and sub-systems that provide for user entry of information. The user interfaces 710 may include a keyboard, a mouse, a trackball, or other user entry devices.

The communication interfaces 714 communicatively couple the energy monitoring system 708 to the energy tracking system 102 and the electronic device 106.

FIG. 8 shows a flow diagram for a method 800 for monitoring energy use in accordance with principles disclosed herein. Though depicted sequentially as a matter of convenience, at least some of the actions shown can be performed in a different order and/or performed in parallel. Additionally, some embodiments may perform only some of the actions shown. In some embodiments, at least some of the operations of the method 800, as well as other operations described herein, can be implemented as instructions stored in a computer readable medium and executed by one or more processors.

In block 802, the electronic device 106 is operating and is drawing energy from the switching power supply 104. The energy tracking system 102 is measuring the pulses of the signal 112 to track the energy transferred to the electronic circuit 106.

In block 804, the energy monitoring system 108 receives the values measured by the energy tracking system 102, processes the values, and determines, based on the values, operational attributes of the electronic circuit 106. The attributes include the energy consumed by the electronic circuit 108. Based on the energy consumed, the energy monitoring system may determine other attributes of operation of the electronic circuit 106.

In block 806, the energy monitoring system 108 determines, based on the energy use of the electronic circuit 106, that the energy consumption of the electronic circuit should be reduced. For example, if the energy source 110 is an energy harvesting system, then the energy used by the electronic circuit 106 may exceed the energy provided by the energy source 110. If the energy source 110 is a battery, then the level of energy used by the electronic circuit 106 may deplete the battery in a shorter time than is desirable. The energy monitoring system 108 asserts a signal 116 to the electronic device 106. The signal 116 causes the electronic circuit 106 to change its operation.

In block 808, responsive to the signal 116, the electronic circuit 106 reduces the energy drawn from the energy source 110. For example, the signal 116 may cause the electronic circuit 106 to change power modes, reduce clock frequency, reduce or change applied computations, etc. thereby reducing the energy consumed by the electronic device 106.

In block 810, the energy monitoring system 108 records the energy used by the electronic circuit 106 and compiles a record of the history of energy use by the electronic circuit 106.

In block 812, the energy monitoring system 108 analyzes the recorded energy use of the electronic circuit 106 and identifies a pattern of energy use that characterizes the electronic device 106. The energy monitoring system 108 may also display information indicative of the various attributes of the electronic system 106, such as energy use history, instantaneous energy use, energy use patterns, etc.

FIG. 9 shows an example of a dialog displayed by the energy monitoring system 108. The dialog shows instantaneous energy use 902 by the electronic circuit 106, accumulated energy use 904 attributable to the displayed interval of instantaneous energy use 102, and various other parameters of energy use by the electronic circuit 106.

While embodiments of the system 100 disclosed herein allow for run-time control and adjustment of energy use by the electronic circuit 106, other embodiments include build time optimization of energy use. FIG. 10 shows a block diagram of a system 1000 for energy cognizant software development in accordance with principles disclosed herein. The system 1000 is similar to the system 100 and in addition to the components of system 100 includes an instruction generation system 1002. The electronic circuit 106 is specified to be the processor 1004.

The instruction generation system 1002 is coupled to the energy monitoring system 108 and the processor 1004. The instruction generation system 1002 receives information detailing energy used by the processor 1004 while executing a program, and generates a revised version of the program that adjusts the energy used by the processor 1004 with the intent of causing processor energy use to fall within a predetermined range of energy use. The instruction generation system 1002 iteratively adjusts program and/or code generation parameters to identify a version of the program that when executed results in execution timing and energy use by the processor 1004 that most closely conforms to the predetermined (e.g., user specified) range values.

FIG. 11 shows a block diagram of an instruction generation system 1002. The instruction generation system 1002 includes a code generation control system 1100 and a code generator 1114. The code generator 1114 includes a compiler 1116, assembler, or other tool for generation of instruction sequences executable by the processor 1004. The code generation control system 1100 controls the code generator 1114, downloads executable programs into the processor 1004, and evaluates the energy use and execution time resulting from execution of the program.

The code generation control system 1100 includes an energy/execution time optimization controller 1102, an execution timer 1110, and a load and execution controller 1112. The load and execution controller 1112 downloads a program to be executed into the processor 1004 and initiates execution of the downloaded program by the processor 1004.

The execution timer 1110 times the execution of the downloaded program or of a particular portion of downloaded program. Execution timing may be based on processor power levels indicative of start and end of execution, or based on signals received from the processor 1004 that indicate beginning and/or end of execution, or by other techniques of timing program execution.

The energy/execution time optimization controller 1102 includes code generator parameter adjustment 1104, program parameter adjustment 1106, and voltage adjustment 1108. The energy/execution time optimization controller 1102 receives energy use information corresponding to execution of the program from the energy monitoring system 108, and receives execution timing information from the execution timer 1110, and compares the execution time and energy use to predetermined execution time and energy range values. If the execution time and/or energy is not within the execution time and/or energy range established for the program, then the energy/execution time optimization controller 1102 may invoke the code generator parameter adjustment 1104, program parameter adjustment 1106, and/or voltage adjustment 1108 to generate a new version of the program that provides an execution time and/or energy that is within the established execution time and/or energy range. The execution timing range may specify a range of preferred execution times. The energy use range may specify, for example, a maximum instantaneous power and/or a total cumulative preferred range of energy used.

The code generator parameter adjustment 1104 identifies parameters of the code generator 1114 that affect the execution time of the program and/or the energy use associated with program execution. The code generator parameter adjustment 1104 changes the value of an identified code generation parameter to adjust the execution time and/or energy use associated with execution of the program as needed to produce an execution time and/or energy use that is within the established time and energy ranges. The identified code generation parameter may include a compiler optimization setting.

The program parameter adjustment 1106 identifies parameters of the program being developed that affect the execution time of the program and/or the energy use associated with program execution. The program parameter adjustment 1106 changes the value of an identified program parameter to adjust the execution time and/or energy use associated with execution of the program as needed to produce an execution time and/or energy use with the established time and energy ranges. The identified program parameter may change, for example, a frequency of a clock signal used by the processor, a computation accuracy applied by the processor, a power mode setting of the processor, a communication rate setting, an interrupt rate setting, etc.

The voltage adjustment 1108 changes the voltage level of power provided to the processor 1004 to adjust the energy use associated with execution of the program as needed to produce an energy use within the established time and energy ranges. The voltage selected by the voltage adjustment 1108 may be restricted to a predetermined range that is useable by the processor 1004 and meets other operating requirements of circuitry included on the processor 1004. For example, the voltage may be restricted to a range that provides adequate analog circuitry performance.

To produce a revised version of the program, the code generation control system 1100 triggers the code generator 1114. The load and execution controller 1112 transfers the revised program to the processor 1004 and initiates execution of the revised program. The execution time and energy use resulting from the execution is measured and evaluated.

FIG. 12 shows a block diagram of a processor-based code generation control system 1200 for energy cognizant software development in accordance with principles disclosed herein. The processor-based code generation control system 1200 performs the various functions described herein as performed by the code generation control system 1100 via execution of instructions by a processor. The code generation control system 1200 includes a processor 1202, storage 1204, communication interfaces 1214, user interfaces 1216, and display 1218. The code generation control system 1200 may be implemented via a computer device, such as a desktop computer, a notebook computer, a tablet computer, a smartphone, etc.

The processor 1202 may be a general-purpose microprocessor, digital signal processor, microcontroller, or other device capable of executing instructions retrieved from a computer-readable storage medium.

The storage 1204 is a non-transitory computer-readable storage medium suitable for storing instructions executable by the processor 1202. The storage 1204 may include volatile storage such as random access memory, non-volatile storage (e.g., a hard drive, an optical storage device (e.g., CD or DVD), FLASH storage, read-only-memory), or combinations thereof.

The storage 1204 includes instructions that are executed by the processor 1202 to perform the functions described herein with regard to the code generation control system 1100. For example, the storage 1204 may include energy/execution optimization modules 1206, an execution timing measurement module 1208, a processor load and execution control module 1210, and optimization parameters 1212. The energy/execution optimization modules 1206 include instructions for adjusting code generator parameters, program parameters, processor voltages, etc., for adjusting program execution time and/or execution energy to fall within user specified ranges. The execution timing measurement module 1208 measures program execution time. The processor load and execution control module 1210 downloads programs to the processor 1004, initiates, and controls execution of the downloaded program by the processor 1004. The parameters 1212 include the preferred energy and execution time ranges applicable to the program.

The display 1218 is coupled to the processor 1202. The processor 1202 provides data to the display 1218 for presentation. The display 1218 may include a liquid crystal display device, an organic light emitting diode display device, or any other display device suitable for display energy use information generated by the energy monitoring system.

The user interfaces 1216 are coupled to the processor 1202, and may include various devices and sub-systems that provide for user entry of information. The user interfaces 1216 may include a keyboard, a mouse, a trackball, or other user entry devices.

The communication interfaces 1214 communicatively couple the code generation control system 1200 to the energy tracking system 102 and the processor 1004.

FIG. 13 shows a flow diagram for a method 1300 for energy cognizant software development in accordance with principles disclosed herein. Though depicted sequentially as a matter of convenience, at least some of the actions shown can be performed in a different order and/or performed in parallel. Additionally, some embodiments may perform only some of the actions shown. In some embodiments, at least some of the operations of the method 1300, as well as other operations described herein, can be implemented as instructions stored in a computer readable medium and executed by one or more processors.

In block 1302, the code generator 1114 generates a first version of a program. The load and execution controller 1112 downloads the first version of the program into the processor 1004.

In block 1304, the load and execution controller 1112 initiates execution of the program, and the processor 1004 executes the program.

In block 1306, the energy tracking system 102 measures the parameters of the pulses of the signal 112, voltages VIN and VOUT, etc. while the program is executing, and transfers the measured values to the energy monitoring system 106.

In block 1308, the energy monitoring system 108 processes the values and determines the energy used by the processor 1004 to execute the program. The energy monitoring system 108 transfers the energy values to the code generation control system 1100. The code generation control system 1100 also determines the time required to execute the program.

In block 1310, the code generation control system 1100 determines whether the energy used to execute the program and the measured execution time are within limits established for energy use and execution time.

If the energy used to execute the program and/or the measured execution time is outside the range established, then in block 1312, the code generation control system 1100 identifies a parameter of the program or the code generator 1114 that if changed may produce energy use and/or execution timing that is within the established range. The code generation control system 1100 changes the parameter.

In block 1314, code generation control system 1100 triggers the code generator 1114 to generate a second version of the program. The load and execution controller 1112 downloads the second version of the program into the processor 1004, and the second version of the program is executed in block 1304.

The method 1300 may iteratively generate different versions of the program and measure the execution time and energy use of the different versions until a version compliant with (or closest to compliance with) the established limits identified.

The above discussion is meant to be illustrative of the principles and various embodiments of the present invention. Numerous variations and modifications will become apparent to those skilled in the art once the above disclosure is fully appreciated. It is intended that the following claims be interpreted to embrace all such variations and modifications. 

What is claimed is:
 1. A system, comprising: a processor; a switch mode power supply coupled to and configured to power the processor, the switch mode power supply including an energy storage device that provides energy to the processor; an energy tracking system coupled to the switch mode power supply, and configured to: measure parameters of a signal that controls switching of energy to the energy storage device, in the switch mode power supply, that provides energy to the processor; and report values of the measured parameters; an energy monitoring system coupled to the energy tracking system, and configured to: receive the values of the measured parameters; determine, based on the values of the parameters, attributes of operation of the processor during an interval corresponding to the measured parameters; an instruction generation system coupled to the energy monitoring system, and comprising: an instruction generator configured to generate a program that is executable by the processor; and a code generation control system configured to: receive values of the attributes of operation from the energy monitoring system; wherein the values of the attributes of operation correspond to energy used by the processor during execution of a first version of the program; determine whether the values of the attributes of operation indicate that the execution of the first version of the program uses an amount of energy that is outside a predefined energy range; and based on a determination that the amount of energy used is outside the predefined energy range: identify a first parameter of the instruction generator that if changed will cause a second version of the program, when executed by the processor, to use an amount of energy that is within the predefined energy range; change the identified first parameter; and trigger the instruction generator to produce a second version of the program based on the changed first parameter.
 2. The system of claim 1, wherein the instruction generator comprises a compiler and the identified first parameter is an optimization setting of the compiler.
 3. The system of claim 1, wherein the identified first parameter is a parameter of the first version of the program and changing the identified parameter comprises changing the value of the parameter of the first version of the program.
 4. The system of claim 3, wherein the identified first parameter is one or more of a processor clock rate setting and a processor power mode setting controllable via the program.
 5. The system of claim 3, wherein the parameter of the first version of the program is one or more of a computational accuracy setting, a communication rate setting, and an interrupt rate setting.
 6. The system of claim 1, wherein the identified first parameter is a voltage setting that defines a voltage powering the processor, and wherein the code generation control system is configured to adjust the voltage within a predefined range of voltages that maintain performance of analog circuitry associated with the processor within a predetermined analog performance range.
 7. The system of claim 1, wherein the code generation control system is configured to initiate execution of the second version of the program, and determine whether the second version of the program uses an amount of energy that is within the predefined range.
 8. The system of claim 1, wherein the code generation control system is configured to: measure an execution time of the first version of the program: determine whether the execution time of the first version of the program is outside a predefined execution time range; and based on a determination that the amount of energy used is outside the predefined range: identify a second parameter of the instruction generator that if changed will cause the second version of the program, when executed by the processor, to execute in a duration that is within the predefined execution time range; change the identified second parameter; and trigger the instruction generator to produce the second version of the program based on the changed second parameter.
 9. The system of claim 8, wherein the code generation control system is configured to: iteratively generate and execute different versions of the program; evaluate the energy use and execution duration of each of the different versions; and determine which of the different versions produces energy use that is closest to the predefined energy range and produces execution duration that is closest to the predefined execution time range.
 10. A method comprising: executing, by a processor, a first version of a program generated by an instruction generator; tracking energy provided to the processor, during the executing, by measuring parameters of a signal that controls switching of energy to a storage device of a switching power supply that powers the processor; determining, based on values of the parameters, attributes of operation of the processor during an interval corresponding to the measured parameters; determining, by a code generation control system, whether the values indicate that the execution of the first version of the program uses an amount of energy that is outside a predefined energy range; based on the amount of energy used being outside the predefined energy range: identifying, by the code generation control system, a first parameter of the instruction generator that if changed will cause a second version of the program, when executed by the processor, to use an amount of energy that is within the predefined energy range; changing, by the code generation control system, a value of the identified first parameter; and triggering, by the code generation control system, the instruction generator to produce a second version of the program based on the changed value of the first parameter.
 11. The method of claim 10, further comprising generating the second version of the program via a compiler, wherein the first parameter is an optimization setting of the compiler.
 12. The method of claim 10, wherein the identified first parameter is a parameter of the first version of the program and changing the identified parameter comprises changing the value of the parameter of the first version of the program.
 13. The method of claim 10, wherein the parameter of the first version of the program is one or more of a processor clock rate setting, a processor power mode setting, a computational accuracy setting, a communication rate setting, and an interrupt rate setting controllable via the program.
 14. The method of claim 10, wherein the identified first parameter is a voltage setting that defines a voltage powering the processor, and further comprising adjusting the voltage within a predefined range of voltages that maintain performance of analog circuitry associated with the processor within a predetermined analog performance range.
 15. The method of claim 10, further comprising: initiating, by the code generation control system, execution of the second version of the program, and determining, by the code generation control system, whether the second version of the program uses an amount of energy that is within the predefined range.
 16. The method of claim 10, further comprising: measuring, by the code generation control system, an execution time of the first version of the program: determining, by the code generation control system, whether the execution time of the first version of the program is outside a predefined execution time range; and based on a determination that the amount of energy used is outside the predefined range: identifying, by the code generation control system, a second parameter of the instruction generator that if changed will cause the second version of the program, when executed by the processor, to execute in a duration that is within the predefined execution time range; changing, by the code generation control system, the identified second parameter; and triggering, by the code generation control system, the instruction generator to produce the second version of the program based on the changed second parameter.
 17. The method of claim 16, further comprising: iteratively generating and executing, by the code generation control system, different versions of the program; evaluating, by the code generation control system, the energy use and execution duration of each of the different versions; and determining, by the code generation control system, which of the different versions produces energy use that is closest to the predefined energy range and produces execution duration that is closest to the predefined execution time range.
 18. A system, comprising: one or more processors; an energy tracking system configured to execute on the one or more processors to measure parameters of a pulse signal that controls the switching of energy to an energy storage device of a DC-DC converter that provides energy to a processor; an energy monitoring system coupled to the energy tracking system, and configured to execute on the one or more processors to determine, based on values of the parameters received from the energy tracking system, attributes of operation of the processor during an interval corresponding to the measured parameters; and a code generation control system configured to execute on the one or more processors to: determine whether values of the attributes of operation received from the energy monitoring system indicate that the execution of the first version of a program uses an amount of energy that is outside a predefined energy range; and based on a determination that the amount of energy used is outside the predefined energy range: identify a first parameter of an instruction generator that if changed will cause a second version of the program, when executed by the processor, to use an amount of energy that is within the predefined energy range; change the identified first parameter; and trigger the instruction generator to produce a second version of the program based on the changed first parameter.
 19. The system of claim 18, wherein the code generation control system is configured to: measure an execution time of the first version of the program: determine whether the execution time of the first version of the program is outside a predefined execution time range; and based on a determination that the amount of energy used is outside the predefined range: identify a second parameter of the instruction generator that if changed will cause the second version of the program, when executed by the processor, to execute in a duration that is within the predefined execution time range; change the identified second parameter; and trigger the instruction generator to produce the second version of the program based on the changed second parameter.
 20. The system of claim 19, wherein the code generation control system is configured to: iteratively generate and execute different versions of the program; evaluate the energy use and execution duration of each of the different versions; and determine which of the different versions produces energy use that is closest to the predefined energy range and produces execution duration that is closest to the predefined execution time range. 